{"id":"W2324957978","doi":"10.5465/amle.2014.0385","title":"Introduction: Design Thinking for Learning","year":2014,"lang":"en","type":"article","venue":"Academy of Management Learning and Education","topic":"Design Education and Practice","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Learning design; Design thinking; Learning Management; Psychology; Mathematics education; Computer science; Human–computer interaction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009912067,0.00008172255,0.00008702608,0.0001232368,0.0001545107,0.00003902678,0.00006318154,0.00005162749,0.00005113963],"category_scores_gemma":[0.0001490354,0.00009195338,0.0000188478,0.0001155195,0.00001531955,0.0001824146,0.00001105116,0.0002158806,0.00001666731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002010978,"about_ca_system_score_gemma":0.000006477131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.787316e-7,"about_ca_topic_score_gemma":1.925036e-8,"domain_scores_codex":[0.9994003,0.0000977059,0.0001515064,0.0001415599,0.00008889048,0.0001200833],"domain_scores_gemma":[0.9996364,0.0001960398,0.00007215141,0.00003920705,0.00002073727,0.00003545028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002253265,0.0000407084,0.0004749504,0.0004968958,0.00007709733,1.179673e-8,0.001461135,0.07628186,0.0004707354,0.03051117,0.06798462,0.8221783],"study_design_scores_gemma":[0.0001336315,0.00003898931,0.001590956,0.00003056816,0.00005214943,0.000001876182,0.001142965,0.01635896,0.0004919094,0.002673534,0.9773721,0.0001123992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0153504,0.001292412,0.9302623,0.01352765,0.001585058,0.0007129672,1.560886e-7,0.0005655456,0.03670355],"genre_scores_gemma":[0.9406996,0.0008443363,0.0427143,0.0002007565,0.001092009,0.00009892346,0.00001396535,0.0000333496,0.0143028],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9253492,"threshold_uncertainty_score":0.374975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01617481903451079,"score_gpt":0.2745503788383189,"score_spread":0.2583755598038081,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}